Dataset info
| Number of variables | 48 |
|---|---|
| Number of observations | 164 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 61.6 KiB |
| Average record size in memory | 384.8 B |
Variables types
| Numeric | 22 |
|---|---|
| Categorical | 21 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 4 |
| Unsupported | 0 |
Warnings
l_passtdpg18 has constant value "0" | Rejected |
l_points2 has 28 (17.1%) zeros | Zeros |
l_points3 has 31 (18.9%) zeros | Zeros |
l_points4 has 39 (23.8%) zeros | Zeros |
l_points5 has 39 (23.8%) zeros | Zeros |
l_points6 has 41 (25.0%) zeros | Zeros |
l_points7 has 39 (23.8%) zeros | Zeros |
l_points8 has 37 (22.6%) zeros | Zeros |
l_points9 has 39 (23.8%) zeros | Zeros |
l_ppr18 has 2 (1.2%) zeros | Zeros |
l_rec1stpg18 has 8 (4.9%) zeros | Zeros |
l_receptspg18 is highly correlated with l_rec1stpg18 (ρ = 0.9011277045) | Rejected |
l_rectdpg18 has 49 (29.9%) zeros | Zeros |
l_recydspg18 is highly correlated with l_rec1stpg18 (ρ = 0.9519068893) | Rejected |
l_rush1stpg18 has 60 (36.6%) zeros | Zeros |
l_rushtdpg18 has 80 (48.8%) zeros | Zeros |
l_rushydpg18 is highly correlated with l_rush1stpg18 (ρ = 0.9598647097) | Rejected |
l_touchdown18 has 31 (18.9%) zeros | Zeros |
bad_opp
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 6.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.146341463 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.81420402 |
|---|---|
| Coef of variation | 0.352523056 |
| Kurtosis | -0.02241639692 |
| Mean | 5.146341463 |
| MAD | 1.442891136 |
| Skewness | 0.08524269854 |
| Sum | 844 |
| Variance | 3.291336226 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 2.5 7.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 38 | 23.2% | |
| 5 | 35 | 21.3% | |
| 3 | 25 | 15.2% | |
| 7 | 22 | 13.4% | |
| 4 | 20 | 12.2% | |
| 2 | 10 | 6.1% | |
| 8 | 8 | 4.9% | |
| 10 | 3 | 1.8% | |
| 9 | 2 | 1.2% | |
| 0 | 1 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.6% | |
| 2 | 10 | 6.1% | |
| 3 | 25 | 15.2% | |
| 4 | 20 | 12.2% | |
| 5 | 35 | 21.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 3 | 1.8% | |
| 9 | 2 | 1.2% | |
| 8 | 8 | 4.9% | |
| 7 | 22 | 13.4% | |
| 6 | 38 | 23.2% |
df_index
Numeric
| Distinct count | 164 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 102.3963415 |
|---|---|
| Minimum | 0 |
| Maximum | 208 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.15 |
| Q1 | 47.75 |
| Median | 99.5 |
| Q3 | 154.5 |
| 95-th percentile | 198.85 |
| Maximum | 208 |
| Range | 208 |
| Interquartile range | 106.75 |
Descriptive statistics
| Standard deviation | 61.07137722 |
|---|---|
| Coef of variation | 0.596421477 |
| Kurtosis | -1.20439186 |
| Mean | 102.3963415 |
| MAD | 52.70352469 |
| Skewness | 0.04921314281 |
| Sum | 16793 |
| Variance | 3729.713115 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 208.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 208 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| 73 | 1 | 0.6% | |
| 72 | 1 | 0.6% | |
| 71 | 1 | 0.6% | |
| 70 | 1 | 0.6% | |
| 69 | 1 | 0.6% | |
| 68 | 1 | 0.6% | |
| 67 | 1 | 0.6% | |
| 66 | 1 | 0.6% | |
| Other values (154) | 154 | 93.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.6% | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 208 | 1 | 0.6% | |
| 207 | 1 | 0.6% | |
| 205 | 1 | 0.6% | |
| 204 | 1 | 0.6% | |
| 203 | 1 | 0.6% |
good_opp
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.658536585 |
|---|---|
| Minimum | 2 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.467183038 |
|---|---|
| Coef of variation | 0.31494505 |
| Kurtosis | -0.3654755133 |
| Mean | 4.658536585 |
| MAD | 1.184414039 |
| Skewness | -0.05119618889 |
| Sum | 764 |
| Variance | 2.152626066 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[2. 6.5 8. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 52 | 31.7% | |
| 6 | 31 | 18.9% | |
| 4 | 30 | 18.3% | |
| 3 | 21 | 12.8% | |
| 2 | 16 | 9.8% | |
| 7 | 9 | 5.5% | |
| 8 | 5 | 3.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 16 | 9.8% | |
| 3 | 21 | 12.8% | |
| 4 | 30 | 18.3% | |
| 5 | 52 | 31.7% | |
| 6 | 31 | 18.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 5 | 3.0% | |
| 7 | 9 | 5.5% | |
| 6 | 31 | 18.9% | |
| 5 | 52 | 31.7% | |
| 4 | 30 | 18.3% |
l_name
Categorical, Unique
| First 5 values |
|---|
| A.J. Brown |
| Alex Armah |
| Alex Erickson |
| Alexander Mattison |
| Allen Hurns |
| Last 5 values |
|---|
| Vernon Davis |
| Wayne Gallman Jr. |
| Will Fuller V |
| Willie Snead IV |
| Zay Jones |
First 5 values
| Value | Count | Frequency (%) | |
| A.J. Brown | 1 | 0.6% | |
| Alex Armah | 1 | 0.6% | |
| Alex Erickson | 1 | 0.6% | |
| Alexander Mattison | 1 | 0.6% | |
| Allen Hurns | 1 | 0.6% |
Last 5 values
| Value | Count | Frequency (%) | |
| Zay Jones | 1 | 0.6% | |
| Willie Snead IV | 1 | 0.6% | |
| Will Fuller V | 1 | 0.6% | |
| Wayne Gallman Jr. | 1 | 0.6% | |
| Vernon Davis | 1 | 0.6% |
l_passintpg18
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.001027749229 | |
| 0.1428571429 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 106 | 64.6% | |
| 0.001027749229 | 56 | 34.1% | |
| 0.1428571429 | 1 | 0.6% | |
| 0.001567502421 | 1 | 0.6% |
| Max length | 19 |
|---|---|
| Mean length | 6.951219512 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
l_passtdpg18
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
l_passydpg18
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.01558752998 | |
| 2.166666667 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 106 | 64.6% | |
| 0.01558752998 | 56 | 34.1% | |
| 2.166666667 | 1 | 0.6% | |
| 0.02377378673 | 1 | 0.6% |
| Max length | 18 |
|---|---|
| Mean length | 6.597560976 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
l_points1
Numeric
| Distinct count | 138 |
|---|---|
| Unique (%) | 84.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.93115854 |
|---|---|
| Minimum | 3 |
| Maximum | 46.2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.47 |
| Q1 | 5.8025 |
| Median | 10 |
| Q3 | 17.1725 |
| 95-th percentile | 30.9905 |
| Maximum | 46.2 |
| Range | 43.2 |
| Interquartile range | 11.37 |
Descriptive statistics
| Standard deviation | 9.281151782 |
|---|---|
| Coef of variation | 0.7177355189 |
| Kurtosis | 1.345280858 |
| Mean | 12.93115854 |
| MAD | 7.256154819 |
| Skewness | 1.287075919 |
| Sum | 2120.71 |
| Variance | 86.1397784 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 3. 7.265 18.705 32.1 46.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3.47 | 5 | 3.0% | |
| 7.13 | 4 | 2.4% | |
| 3.33 | 3 | 1.8% | |
| 17.3 | 2 | 1.2% | |
| 12.47 | 2 | 1.2% | |
| 3.87 | 2 | 1.2% | |
| 8.4 | 2 | 1.2% | |
| 14.73 | 2 | 1.2% | |
| 12.93 | 2 | 1.2% | |
| 5.13 | 2 | 1.2% | |
| Other values (128) | 138 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.6% | |
| 3.07 | 2 | 1.2% | |
| 3.13 | 1 | 0.6% | |
| 3.33 | 3 | 1.8% | |
| 3.47 | 5 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 46.2 | 1 | 0.6% | |
| 45.2 | 1 | 0.6% | |
| 40.27 | 1 | 0.6% | |
| 37.4 | 1 | 0.6% | |
| 34.73 | 1 | 0.6% |
l_points2
Numeric
| Distinct count | 122 |
|---|---|
| Unique (%) | 74.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.529695122 |
|---|---|
| Minimum | 0 |
| Maximum | 32.53 |
| Zeros (%) | 17.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.425 |
| Median | 8.335 |
| Q3 | 14.7 |
| 95-th percentile | 25.354 |
| Maximum | 32.53 |
| Range | 32.53 |
| Interquartile range | 12.275 |
Descriptive statistics
| Standard deviation | 8.286161235 |
|---|---|
| Coef of variation | 0.8695095833 |
| Kurtosis | -0.08323322677 |
| Mean | 9.529695122 |
| MAD | 6.748796847 |
| Skewness | 0.7759461663 |
| Sum | 1562.87 |
| Variance | 68.660468 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 18.98 32.53], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 28 | 17.1% | |
| 8 | 2 | 1.2% | |
| 7.67 | 2 | 1.2% | |
| 10.67 | 2 | 1.2% | |
| 4.4 | 2 | 1.2% | |
| 17.6 | 2 | 1.2% | |
| 1.2 | 2 | 1.2% | |
| 17.67 | 2 | 1.2% | |
| 7.6 | 2 | 1.2% | |
| 3.47 | 2 | 1.2% | |
| Other values (112) | 118 | 72.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 28 | 17.1% | |
| 0.2 | 1 | 0.6% | |
| 0.87 | 1 | 0.6% | |
| 0.9 | 1 | 0.6% | |
| 1.1 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32.53 | 1 | 0.6% | |
| 30.87 | 1 | 0.6% | |
| 30.83 | 1 | 0.6% | |
| 30.8 | 1 | 0.6% | |
| 29.47 | 1 | 0.6% |
l_points3
Numeric
| Distinct count | 122 |
|---|---|
| Unique (%) | 74.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.780121951 |
|---|---|
| Minimum | 0 |
| Maximum | 51.67 |
| Zeros (%) | 18.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.33 |
| Median | 6.65 |
| Q3 | 14.0325 |
| 95-th percentile | 30.3055 |
| Maximum | 51.67 |
| Range | 51.67 |
| Interquartile range | 12.7025 |
Descriptive statistics
| Standard deviation | 10.53050101 |
|---|---|
| Coef of variation | 1.076724918 |
| Kurtosis | 2.117147029 |
| Mean | 9.780121951 |
| MAD | 8.091610648 |
| Skewness | 1.472947549 |
| Sum | 1603.94 |
| Variance | 110.8914515 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 14.4 26.885 51.67 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 31 | 18.9% | |
| 1.27 | 2 | 1.2% | |
| 7.87 | 2 | 1.2% | |
| 12.8 | 2 | 1.2% | |
| 4.53 | 2 | 1.2% | |
| 1.33 | 2 | 1.2% | |
| 3.67 | 2 | 1.2% | |
| 1.07 | 2 | 1.2% | |
| 4.67 | 2 | 1.2% | |
| 2.67 | 2 | 1.2% | |
| Other values (112) | 115 | 70.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 31 | 18.9% | |
| 0.2 | 1 | 0.6% | |
| 0.6 | 1 | 0.6% | |
| 0.7 | 1 | 0.6% | |
| 1.07 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 51.67 | 1 | 0.6% | |
| 43.17 | 1 | 0.6% | |
| 42.03 | 1 | 0.6% | |
| 40.7 | 1 | 0.6% | |
| 39.73 | 1 | 0.6% |
l_points4
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | 68.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.542504355 |
|---|---|
| Minimum | 0 |
| Maximum | 51.47 |
| Zeros (%) | 23.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2025 |
| Median | 6.765 |
| Q3 | 14.2395 |
| 95-th percentile | 30.895 |
| Maximum | 51.47 |
| Range | 51.47 |
| Interquartile range | 13.037 |
Descriptive statistics
| Standard deviation | 10.18919954 |
|---|---|
| Coef of variation | 1.067769965 |
| Kurtosis | 1.92072778 |
| Mean | 9.542504355 |
| MAD | 7.865506023 |
| Skewness | 1.412306935 |
| Sum | 1564.970714 |
| Variance | 103.8197873 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.2 17.38 38.365 51.47 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 13.07 | 3 | 1.8% | |
| 16.07 | 2 | 1.2% | |
| 4.8 | 2 | 1.2% | |
| 3.93 | 2 | 1.2% | |
| 4.33 | 2 | 1.2% | |
| 4.4 | 2 | 1.2% | |
| 7.2 | 2 | 1.2% | |
| 1.33 | 2 | 1.2% | |
| 8.93 | 2 | 1.2% | |
| Other values (102) | 106 | 64.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 0.4 | 1 | 0.6% | |
| 1 | 1 | 0.6% | |
| 1.27 | 1 | 0.6% | |
| 1.3 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 51.47 | 1 | 0.6% | |
| 38.7 | 1 | 0.6% | |
| 38.03 | 1 | 0.6% | |
| 36.57 | 1 | 0.6% | |
| 36.13 | 1 | 0.6% |
l_points5
Numeric
| Distinct count | 114 |
|---|---|
| Unique (%) | 69.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.451463415 |
|---|---|
| Minimum | 0 |
| Maximum | 59.47 |
| Zeros (%) | 23.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.1825 |
| Median | 6.15 |
| Q3 | 14.26625 |
| 95-th percentile | 30.3595 |
| Maximum | 59.47 |
| Range | 59.47 |
| Interquartile range | 13.08375 |
Descriptive statistics
| Standard deviation | 11.00213535 |
|---|---|
| Coef of variation | 1.164066861 |
| Kurtosis | 3.759173744 |
| Mean | 9.451463415 |
| MAD | 8.273644408 |
| Skewness | 1.756116235 |
| Sum | 1550.04 |
| Variance | 121.0469823 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 16.22 30.95 59.47], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 1.4 | 3 | 1.8% | |
| 1.27 | 3 | 1.8% | |
| 14.73 | 2 | 1.2% | |
| 2.93 | 2 | 1.2% | |
| 7.3 | 2 | 1.2% | |
| 2.67 | 2 | 1.2% | |
| 4.2 | 2 | 1.2% | |
| 6.4 | 2 | 1.2% | |
| 1.2 | 2 | 1.2% | |
| Other values (104) | 105 | 64.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 0.3 | 1 | 0.6% | |
| 1.13 | 1 | 0.6% | |
| 1.2 | 2 | 1.2% | |
| 1.27 | 3 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59.47 | 1 | 0.6% | |
| 53.67 | 1 | 0.6% | |
| 42.93 | 1 | 0.6% | |
| 41.07 | 1 | 0.6% | |
| 38.33 | 1 | 0.6% |
l_points6
Numeric
| Distinct count | 111 |
|---|---|
| Unique (%) | 67.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.019804878 |
|---|---|
| Minimum | 0 |
| Maximum | 49.93 |
| Zeros (%) | 25.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.3 |
| Median | 5.635 |
| Q3 | 14.8175 |
| 95-th percentile | 29.7895 |
| Maximum | 49.93 |
| Range | 49.93 |
| Interquartile range | 14.5175 |
Descriptive statistics
| Standard deviation | 9.901704736 |
|---|---|
| Coef of variation | 1.097773718 |
| Kurtosis | 1.648862746 |
| Mean | 9.019804878 |
| MAD | 7.920071981 |
| Skewness | 1.350152906 |
| Sum | 1479.248 |
| Variance | 98.04375667 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.2 7.954 31.3 49.93 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 41 | 25.0% | |
| 1.33 | 3 | 1.8% | |
| 1 | 3 | 1.8% | |
| 6.6 | 2 | 1.2% | |
| 4.07 | 2 | 1.2% | |
| 13.2 | 2 | 1.2% | |
| 4.13 | 2 | 1.2% | |
| 5.93 | 2 | 1.2% | |
| 10.2 | 2 | 1.2% | |
| 15.57 | 2 | 1.2% | |
| Other values (101) | 103 | 62.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41 | 25.0% | |
| 0.4 | 1 | 0.6% | |
| 1 | 3 | 1.8% | |
| 1.2 | 1 | 0.6% | |
| 1.306 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49.93 | 1 | 0.6% | |
| 37.8 | 1 | 0.6% | |
| 36.67 | 1 | 0.6% | |
| 36.3 | 1 | 0.6% | |
| 31.93 | 1 | 0.6% |
l_points7
Numeric
| Distinct count | 109 |
|---|---|
| Unique (%) | 66.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.120071138 |
|---|---|
| Minimum | 0 |
| Maximum | 55.2 |
| Zeros (%) | 23.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 5.6725 |
| Q3 | 12.44166667 |
| 95-th percentile | 24.826 |
| Maximum | 55.2 |
| Range | 55.2 |
| Interquartile range | 12.24166667 |
Descriptive statistics
| Standard deviation | 9.099779986 |
|---|---|
| Coef of variation | 1.120652742 |
| Kurtosis | 4.137426226 |
| Mean | 8.120071138 |
| MAD | 7.004553961 |
| Skewness | 1.669415882 |
| Sum | 1331.691667 |
| Variance | 82.80599579 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 2.8175 18.69333333 33.82 55.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 1.4 | 4 | 2.4% | |
| 10.13 | 3 | 1.8% | |
| 0.2 | 3 | 1.8% | |
| 11.4 | 2 | 1.2% | |
| 2.27 | 2 | 1.2% | |
| 9.2 | 2 | 1.2% | |
| 2.67 | 2 | 1.2% | |
| 16.07 | 2 | 1.2% | |
| 6.53 | 2 | 1.2% | |
| Other values (99) | 103 | 62.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 0.2 | 3 | 1.8% | |
| 0.7 | 1 | 0.6% | |
| 1.033333333 | 1 | 0.6% | |
| 1.07 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 55.2 | 1 | 0.6% | |
| 33.97 | 1 | 0.6% | |
| 33.67 | 1 | 0.6% | |
| 33.52166667 | 1 | 0.6% | |
| 31.07 | 1 | 0.6% |
l_points8
Numeric
| Distinct count | 113 |
|---|---|
| Unique (%) | 68.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.03160134 |
|---|---|
| Minimum | 0 |
| Maximum | 48.2 |
| Zeros (%) | 22.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.465 |
| Median | 7.985 |
| Q3 | 15.815 |
| 95-th percentile | 32.015 |
| Maximum | 48.2 |
| Range | 48.2 |
| Interquartile range | 14.35 |
Descriptive statistics
| Standard deviation | 10.09332238 |
|---|---|
| Coef of variation | 1.006152661 |
| Kurtosis | 1.357489825 |
| Mean | 10.03160134 |
| MAD | 7.900325008 |
| Skewness | 1.231701396 |
| Sum | 1645.182619 |
| Variance | 101.8751566 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.4 12.485 24.07 48.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 37 | 22.6% | |
| 4.2 | 2 | 1.2% | |
| 8.5 | 2 | 1.2% | |
| 2 | 2 | 1.2% | |
| 3 | 2 | 1.2% | |
| 16.67 | 2 | 1.2% | |
| 5.53 | 2 | 1.2% | |
| 10.8 | 2 | 1.2% | |
| 1.13 | 2 | 1.2% | |
| 2.33 | 2 | 1.2% | |
| Other values (103) | 109 | 66.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 37 | 22.6% | |
| 0.8 | 1 | 0.6% | |
| 1.13 | 2 | 1.2% | |
| 1.27 | 1 | 0.6% | |
| 1.53 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48.2 | 1 | 0.6% | |
| 41.87 | 1 | 0.6% | |
| 39.37 | 1 | 0.6% | |
| 36.67 | 1 | 0.6% | |
| 34.67 | 1 | 0.6% |
l_points9
Numeric
| Distinct count | 117 |
|---|---|
| Unique (%) | 71.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.62968293 |
|---|---|
| Minimum | 0 |
| Maximum | 50.63 |
| Zeros (%) | 23.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.1475 |
| Median | 9.2 |
| Q3 | 17.28 |
| 95-th percentile | 28.87 |
| Maximum | 50.63 |
| Range | 50.63 |
| Interquartile range | 16.1325 |
Descriptive statistics
| Standard deviation | 10.08518654 |
|---|---|
| Coef of variation | 0.9487758585 |
| Kurtosis | 1.351946008 |
| Mean | 10.62968293 |
| MAD | 8.144507882 |
| Skewness | 1.058816171 |
| Sum | 1743.268 |
| Variance | 101.7109876 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 22.85 50.63], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 30.4 | 2 | 1.2% | |
| 9.2 | 2 | 1.2% | |
| 3.1 | 2 | 1.2% | |
| 13.47 | 2 | 1.2% | |
| 12.6 | 2 | 1.2% | |
| 4 | 2 | 1.2% | |
| 1.4 | 2 | 1.2% | |
| 22.27 | 2 | 1.2% | |
| 12.73 | 2 | 1.2% | |
| Other values (107) | 107 | 65.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | 23.8% | |
| 0.2 | 1 | 0.6% | |
| 0.6 | 1 | 0.6% | |
| 1.33 | 1 | 0.6% | |
| 1.4 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.63 | 1 | 0.6% | |
| 44 | 1 | 0.6% | |
| 42.93 | 1 | 0.6% | |
| 34.47 | 1 | 0.6% | |
| 30.63 | 1 | 0.6% |
l_pointspg18
Numeric
| Distinct count | 109 |
|---|---|
| Unique (%) | 66.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.91787733 |
|---|---|
| Minimum | 1.81875 |
| Maximum | 30.19785714 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.81875 |
|---|---|
| 5-th percentile | 4.367489583 |
| Q1 | 10.41988542 |
| Median | 13.03982332 |
| Q3 | 13.923 |
| 95-th percentile | 22.04191667 |
| Maximum | 30.19785714 |
| Range | 28.37910714 |
| Interquartile range | 3.503114583 |
Descriptive statistics
| Standard deviation | 4.978930242 |
|---|---|
| Coef of variation | 0.3854294413 |
| Kurtosis | 1.626291378 |
| Mean | 12.91787733 |
| MAD | 3.231850398 |
| Skewness | 0.6361674634 |
| Sum | 2118.531882 |
| Variance | 24.78974635 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1.81875 13.02885417 13.14183474 18.02982143 30.19785714], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 13.03982332 | 56 | 34.1% | |
| 9.075 | 1 | 0.6% | |
| 13.967 | 1 | 0.6% | |
| 12.47357143 | 1 | 0.6% | |
| 19.57875 | 1 | 0.6% | |
| 7.329375 | 1 | 0.6% | |
| 10.54285714 | 1 | 0.6% | |
| 11.398125 | 1 | 0.6% | |
| 14.16642857 | 1 | 0.6% | |
| 13.029375 | 1 | 0.6% | |
| Other values (99) | 99 | 60.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.81875 | 1 | 0.6% | |
| 1.998125 | 1 | 0.6% | |
| 2.6875 | 1 | 0.6% | |
| 3.435333333 | 1 | 0.6% | |
| 4.022222222 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.19785714 | 1 | 0.6% | |
| 28.0375 | 1 | 0.6% | |
| 27.958 | 1 | 0.6% | |
| 26.735625 | 1 | 0.6% | |
| 24.89333333 | 1 | 0.6% |
l_pos
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| WR | |
|---|---|
| RB | |
| TE |
| Value | Count | Frequency (%) | |
| WR | 79 | 48.2% | |
| RB | 57 | 34.8% | |
| TE | 28 | 17.1% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_ppgcurrent
Numeric
| Distinct count | 163 |
|---|---|
| Unique (%) | 99.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.989329664 |
|---|---|
| Minimum | 0.66 |
| Maximum | 34.09018519 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.66 |
|---|---|
| 5-th percentile | 1.27 |
| Q1 | 4.876805556 |
| Median | 8.741613757 |
| Q3 | 13.99361111 |
| 95-th percentile | 21.44710185 |
| Maximum | 34.09018519 |
| Range | 33.43018519 |
| Interquartile range | 9.116805556 |
Descriptive statistics
| Standard deviation | 6.455764319 |
|---|---|
| Coef of variation | 0.6462660195 |
| Kurtosis | 0.3294909473 |
| Mean | 9.989329664 |
| MAD | 5.292676205 |
| Skewness | 0.7083600335 |
| Sum | 1638.250065 |
| Variance | 41.67689294 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0.66 14.86715278 25.75981481 34.09018519], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.584444444 | 2 | 1.2% | |
| 1.266666667 | 1 | 0.6% | |
| 6.975 | 1 | 0.6% | |
| 13.47907407 | 1 | 0.6% | |
| 20.4125 | 1 | 0.6% | |
| 22.9 | 1 | 0.6% | |
| 8.023518519 | 1 | 0.6% | |
| 0.8706666667 | 1 | 0.6% | |
| 14.63875 | 1 | 0.6% | |
| 5.936666667 | 1 | 0.6% | |
| Other values (153) | 153 | 93.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.66 | 1 | 0.6% | |
| 0.7666666667 | 1 | 0.6% | |
| 0.8037037037 | 1 | 0.6% | |
| 0.8706666667 | 1 | 0.6% | |
| 1.042037037 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34.09018519 | 1 | 0.6% | |
| 26.32666667 | 1 | 0.6% | |
| 25.19296296 | 1 | 0.6% | |
| 24.75518519 | 1 | 0.6% | |
| 23.93666667 | 1 | 0.6% |
l_ppr18
Numeric
| Distinct count | 67 |
|---|---|
| Unique (%) | 40.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.10953411 |
|---|---|
| Minimum | 0 |
| Maximum | 78.44897959 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3039795918 |
| Q1 | 4 |
| Median | 11.87789414 |
| Q3 | 11.87789414 |
| 95-th percentile | 36 |
| Maximum | 78.44897959 |
| Range | 78.44897959 |
| Interquartile range | 7.87789414 |
Descriptive statistics
| Standard deviation | 11.8114324 |
|---|---|
| Coef of variation | 0.9753828921 |
| Kurtosis | 7.780762261 |
| Mean | 12.10953411 |
| MAD | 7.080907821 |
| Skewness | 2.371150695 |
| Sum | 1985.963594 |
| Variance | 139.5099354 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 2.40929705e-02 4.29591837e+00 1.18164981e+01 1.20889471e+01 1.95388889e+01 5.34297052e+01 7.84489796e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11.87789414 | 56 | 34.1% | |
| 4 | 6 | 3.7% | |
| 8.163265306 | 4 | 2.4% | |
| 2.93877551 | 4 | 2.4% | |
| 2.3 | 4 | 2.4% | |
| 1 | 4 | 2.4% | |
| 9 | 4 | 2.4% | |
| 11.75510204 | 3 | 1.8% | |
| 12.75510204 | 3 | 1.8% | |
| 6.3 | 3 | 1.8% | |
| Other values (57) | 73 | 44.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 1.2% | |
| 0.02040816327 | 1 | 0.6% | |
| 0.02777777778 | 1 | 0.6% | |
| 0.08163265306 | 1 | 0.6% | |
| 0.1111111111 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 78.44897959 | 1 | 0.6% | |
| 53.77777778 | 1 | 0.6% | |
| 53.08163265 | 1 | 0.6% | |
| 49 | 2 | 1.2% | |
| 43.18367347 | 1 | 0.6% |
l_proj
Numeric
| Distinct count | 164 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 202.0731707 |
|---|---|
| Minimum | 1 |
| Maximum | 1137 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16.3 |
| Q1 | 93.5 |
| Median | 172.5 |
| Q3 | 283.25 |
| 95-th percentile | 429.05 |
| Maximum | 1137 |
| Range | 1136 |
| Interquartile range | 189.75 |
Descriptive statistics
| Standard deviation | 164.0498413 |
|---|---|
| Coef of variation | 0.8118338557 |
| Kurtosis | 8.288728983 |
| Mean | 202.0731707 |
| MAD | 117.7433076 |
| Skewness | 2.185687774 |
| Sum | 33140 |
| Variance | 26912.35044 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.000e+00 3.605e+02 4.650e+02 1.137e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 254 | 1 | 0.6% | |
| 87 | 1 | 0.6% | |
| 339 | 1 | 0.6% | |
| 82 | 1 | 0.6% | |
| 81 | 1 | 0.6% | |
| 77 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| 329 | 1 | 0.6% | |
| 71 | 1 | 0.6% | |
| 70 | 1 | 0.6% | |
| Other values (154) | 154 | 93.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 8 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1137 | 1 | 0.6% | |
| 929 | 1 | 0.6% | |
| 733 | 1 | 0.6% | |
| 661 | 1 | 0.6% | |
| 641 | 1 | 0.6% |
l_rec1stpg18
Numeric
| Distinct count | 55 |
|---|---|
| Unique (%) | 33.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.53992596 |
|---|---|
| Minimum | 0 |
| Maximum | 5.285714286 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1428571429 |
| Q1 | 0.8571428571 |
| Median | 1.540232881 |
| Q3 | 1.666666667 |
| 95-th percentile | 3.5 |
| Maximum | 5.285714286 |
| Range | 5.285714286 |
| Interquartile range | 0.8095238095 |
Descriptive statistics
| Standard deviation | 1.028497536 |
|---|---|
| Coef of variation | 0.6678876538 |
| Kurtosis | 1.456516807 |
| Mean | 1.53992596 |
| MAD | 0.6860889399 |
| Skewness | 0.9896526982 |
| Sum | 252.5478574 |
| Variance | 1.057807182 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0. 1.52011644 1.55583073 1.57716995 3.69047619 5.28571429], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.540232881 | 56 | 34.1% | |
| 1 | 9 | 5.5% | |
| 0 | 8 | 4.9% | |
| 0.3333333333 | 5 | 3.0% | |
| 2 | 4 | 2.4% | |
| 1.571428571 | 4 | 2.4% | |
| 0.1428571429 | 4 | 2.4% | |
| 0.5 | 3 | 1.8% | |
| 0.4285714286 | 3 | 1.8% | |
| 1.5 | 3 | 1.8% | |
| Other values (45) | 65 | 39.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 4.9% | |
| 0.1428571429 | 4 | 2.4% | |
| 0.1666666667 | 1 | 0.6% | |
| 0.166666667 | 1 | 0.6% | |
| 0.2 | 1 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.285714286 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 4.571428571 | 1 | 0.6% | |
| 4.285714286 | 1 | 0.6% | |
| 4 | 1 | 0.6% |
l_receptspg18
Highly correlated
This variable is highly correlated with l_rec1stpg18 and should be ignored for analysis
| Correlation | 0.9011277045 |
|---|
l_rectdpg18
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 11.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2038262385 |
|---|---|
| Minimum | 0 |
| Maximum | 0.8571428571 |
| Zeros (%) | 29.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.2103927702 |
| Q3 | 0.2108382385 |
| 95-th percentile | 0.5714285714 |
| Maximum | 0.8571428571 |
| Range | 0.8571428571 |
| Interquartile range | 0.2108382385 |
Descriptive statistics
| Standard deviation | 0.1876306196 |
|---|---|
| Coef of variation | 0.9205420311 |
| Kurtosis | 1.312438273 |
| Mean | 0.2038262385 |
| MAD | 0.129258721 |
| Skewness | 1.100634383 |
| Sum | 33.42750311 |
| Variance | 0.03520524939 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=18)
Histogram with variable size bins (bins=[0. 0.07142857 0.20519639 0.21128371 0.58571429 0.85714286], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.2103927702 | 56 | 34.1% | |
| 0 | 49 | 29.9% | |
| 0.2857142857 | 7 | 4.3% | |
| 0.3333333333 | 7 | 4.3% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.2 | 6 | 3.7% | |
| 0.5714285714 | 6 | 3.7% | |
| 0.4285714286 | 5 | 3.0% | |
| 0.6666666667 | 4 | 2.4% | |
| Other values (8) | 12 | 7.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 49 | 29.9% | |
| 0.1428571429 | 6 | 3.7% | |
| 0.1666666667 | 6 | 3.7% | |
| 0.2 | 6 | 3.7% | |
| 0.2103927702 | 56 | 34.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8571428571 | 1 | 0.6% | |
| 0.8333333333 | 1 | 0.6% | |
| 0.7142857143 | 1 | 0.6% | |
| 0.6666666667 | 4 | 2.4% | |
| 0.6 | 1 | 0.6% |
l_recydspg18
Highly correlated
This variable is highly correlated with l_rec1stpg18 and should be ignored for analysis
| Correlation | 0.9519068893 |
|---|
l_rush1stpg18
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 20.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6859605132 |
|---|---|
| Minimum | 0 |
| Maximum | 5.166666667 |
| Zeros (%) | 36.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.5 |
| Q3 | 0.7081363481 |
| 95-th percentile | 3.308333333 |
| Maximum | 5.166666667 |
| Range | 5.166666667 |
| Interquartile range | 0.7081363481 |
Descriptive statistics
| Standard deviation | 1.062368548 |
|---|---|
| Coef of variation | 1.548731345 |
| Kurtosis | 7.025013435 |
| Mean | 0.6859605132 |
| MAD | 0.6165474372 |
| Skewness | 2.639689556 |
| Sum | 112.4975242 |
| Variance | 1.128626933 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=33)
Histogram with variable size bins (bins=[0. 0.07142857 0.68740151 0.73572679 5.16666667], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 60 | 36.6% | |
| 0.7081363481 | 56 | 34.1% | |
| 0.1428571429 | 7 | 4.3% | |
| 0.5 | 4 | 2.4% | |
| 0.4285714286 | 4 | 2.4% | |
| 0.1666666667 | 3 | 1.8% | |
| 1.666666667 | 2 | 1.2% | |
| 0.2857142857 | 2 | 1.2% | |
| 0.4 | 2 | 1.2% | |
| 2.857142857 | 1 | 0.6% | |
| Other values (23) | 23 | 14.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 60 | 36.6% | |
| 0.1428571429 | 7 | 4.3% | |
| 0.1666666667 | 3 | 1.8% | |
| 0.25 | 1 | 0.6% | |
| 0.2857142857 | 2 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.166666667 | 1 | 0.6% | |
| 5.142857143 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 4.714285714 | 1 | 0.6% | |
| 4.285714286 | 1 | 0.6% |
l_rushtdpg18
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 11.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.113220224 |
|---|---|
| Minimum | 0 |
| Maximum | 1.166666667 |
| Zeros (%) | 48.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.1123501199 |
| Q3 | 0.1123501199 |
| 95-th percentile | 0.4892857143 |
| Maximum | 1.166666667 |
| Range | 1.166666667 |
| Interquartile range | 0.1123501199 |
Descriptive statistics
| Standard deviation | 0.2057039703 |
|---|---|
| Coef of variation | 1.81684829 |
| Kurtosis | 12.25385959 |
| Mean | 0.113220224 |
| MAD | 0.1110529725 |
| Skewness | 3.335344751 |
| Sum | 18.56811673 |
| Variance | 0.04231412341 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=18)
Histogram with variable size bins (bins=[0. 0.11466816 0.18333333 1.16666667], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 80 | 48.8% | |
| 0.1123501199 | 56 | 34.1% | |
| 0.1666666667 | 5 | 3.0% | |
| 0.3333333333 | 4 | 2.4% | |
| 0.1428571429 | 3 | 1.8% | |
| 1 | 2 | 1.2% | |
| 0.5 | 2 | 1.2% | |
| 0.4285714286 | 2 | 1.2% | |
| 0.1169862055 | 1 | 0.6% | |
| 0.4 | 1 | 0.6% | |
| Other values (8) | 8 | 4.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 80 | 48.8% | |
| 0.1123501199 | 56 | 34.1% | |
| 0.1169862055 | 1 | 0.6% | |
| 0.1428571429 | 3 | 1.8% | |
| 0.1666666667 | 5 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.166666667 | 1 | 0.6% | |
| 1.142857143 | 1 | 0.6% | |
| 1 | 2 | 1.2% | |
| 0.8571428571 | 1 | 0.6% | |
| 0.8333333333 | 1 | 0.6% |
l_rushydpg18
Highly correlated
This variable is highly correlated with l_rush1stpg18 and should be ignored for analysis
| Correlation | 0.9598647097 |
|---|
l_team
Categorical
| Distinct count | 32 |
|---|---|
| Unique (%) | 19.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NE | 8 |
|---|---|
| Bal | 8 |
| SF | 7 |
| Other values (29) |
| Value | Count | Frequency (%) | |
| NE | 8 | 4.9% | |
| Bal | 8 | 4.9% | |
| SF | 7 | 4.3% | |
| Pit | 7 | 4.3% | |
| TB | 7 | 4.3% | |
| Cle | 7 | 4.3% | |
| Cin | 7 | 4.3% | |
| Hou | 6 | 3.7% | |
| NYG | 6 | 3.7% | |
| LAR | 6 | 3.7% | |
| Other values (22) | 95 | 57.9% |
| Max length | 3 |
|---|---|
| Mean length | 2.798780488 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_touchdown18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 14.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1956917266 |
|---|---|
| Minimum | 0 |
| Maximum | 2.25 |
| Zeros (%) | 18.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02777777778 |
| Median | 0.1963331099 |
| Q3 | 0.1963331099 |
| 95-th percentile | 0.6944444444 |
| Maximum | 2.25 |
| Range | 2.25 |
| Interquartile range | 0.1685553321 |
Descriptive statistics
| Standard deviation | 0.2713313957 |
|---|---|
| Coef of variation | 1.386524614 |
| Kurtosis | 22.45886557 |
| Mean | 0.1956917266 |
| MAD | 0.1410631772 |
| Skewness | 3.987203256 |
| Sum | 32.09344317 |
| Variance | 0.07362072631 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[0. 0.01020408 0.03388889 0.19000329 0.19955936 0.47732426 1.15306122 2.25 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1963331099 | 56 | 34.1% | |
| 0 | 31 | 18.9% | |
| 0.1111111111 | 9 | 5.5% | |
| 0.02040816327 | 8 | 4.9% | |
| 0.02777777778 | 7 | 4.3% | |
| 0.08163265306 | 6 | 3.7% | |
| 0.3265306122 | 6 | 3.7% | |
| 0.1836734694 | 6 | 3.7% | |
| 0.4444444444 | 5 | 3.0% | |
| 0.04 | 5 | 3.0% | |
| Other values (13) | 25 | 15.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 31 | 18.9% | |
| 0.02040816327 | 8 | 4.9% | |
| 0.02777777778 | 7 | 4.3% | |
| 0.04 | 5 | 3.0% | |
| 0.0625 | 3 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.25 | 1 | 0.6% | |
| 1.306122449 | 1 | 0.6% | |
| 1 | 5 | 3.0% | |
| 0.7346938776 | 1 | 0.6% | |
| 0.6944444444 | 2 | 1.2% |
med_opp
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 5.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.195121951 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.546331692 |
|---|---|
| Coef of variation | 0.249604722 |
| Kurtosis | -0.4528910105 |
| Mean | 6.195121951 |
| MAD | 1.235574063 |
| Skewness | -0.05940823142 |
| Sum | 1016 |
| Variance | 2.391141703 |
| Memory size | 1.4 KiB |
Histogram with fixed size bins (bins=9)
Histogram with variable size bins (bins=[ 2. 3.5 8.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 49 | 29.9% | |
| 8 | 28 | 17.1% | |
| 7 | 27 | 16.5% | |
| 5 | 24 | 14.6% | |
| 4 | 21 | 12.8% | |
| 9 | 9 | 5.5% | |
| 3 | 4 | 2.4% | |
| 10 | 1 | 0.6% | |
| 2 | 1 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.6% | |
| 3 | 4 | 2.4% | |
| 4 | 21 | 12.8% | |
| 5 | 24 | 14.6% | |
| 6 | 49 | 29.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.6% | |
| 9 | 9 | 5.5% | |
| 8 | 28 | 17.1% | |
| 7 | 27 | 16.5% | |
| 6 | 49 | 29.9% |
opp_1
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 58 | 35.4% | |
| 1 | 55 | 33.5% | |
| 3 | 51 | 31.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_10
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 53 | 32.3% | |
| 3 | 41 | 25.0% | |
| 1 | 37 | 22.6% | |
| 0 | 33 | 20.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_11
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 56 | 34.1% | |
| 1 | 46 | 28.0% | |
| 3 | 44 | 26.8% | |
| 0 | 18 | 11.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_12
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 54 | 32.9% | |
| 1 | 53 | 32.3% | |
| 3 | 40 | 24.4% | |
| 0 | 17 | 10.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_13
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 63 | 38.4% | |
| 2 | 59 | 36.0% | |
| 3 | 42 | 25.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
opp_14
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 58 | 35.4% | |
| 1 | 56 | 34.1% | |
| 3 | 50 | 30.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_15
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 67 | 40.9% | |
| 3 | 50 | 30.5% | |
| 1 | 47 | 28.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 70 | 42.7% | |
| 1 | 51 | 31.1% | |
| 3 | 43 | 26.2% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_17
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 71 | 43.3% | |
| 1 | 50 | 30.5% | |
| 3 | 43 | 26.2% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 64 | 39.0% | |
| 1 | 52 | 31.7% | |
| 3 | 48 | 29.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 61 | 37.2% | |
| 3 | 53 | 32.3% | |
| 1 | 50 | 30.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_4
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 70 | 42.7% | |
| 3 | 46 | 28.0% | |
| 1 | 37 | 22.6% | |
| 0 | 11 | 6.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_5
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 59 | 36.0% | |
| 2 | 57 | 34.8% | |
| 3 | 41 | 25.0% | |
| 0 | 7 | 4.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_6
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 55 | 33.5% | |
| 1 | 49 | 29.9% | |
| 3 | 42 | 25.6% | |
| 0 | 18 | 11.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_7
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 54 | 32.9% | |
| 3 | 42 | 25.6% | |
| 1 | 41 | 25.0% | |
| 0 | 27 | 16.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_8
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 59 | 36.0% | |
| 3 | 48 | 29.3% | |
| 1 | 45 | 27.4% | |
| 0 | 12 | 7.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_9
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 53 | 32.3% | |
| 2 | 50 | 30.5% | |
| 3 | 40 | 24.4% | |
| 0 | 21 | 12.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
First rows
| bad_opp | df_index | good_opp | l_name | l_passintpg18 | l_passtdpg18 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg18 | l_pos | l_ppgcurrent | l_ppr18 | l_proj | l_rec1stpg18 | l_receptspg18 | l_rectdpg18 | l_recydspg18 | l_rush1stpg18 | l_rushtdpg18 | l_rushydpg18 | l_team | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4 | 0 | 7 | Devin Singletary | 0.001028 | 0 | 0.015588 | 17.87 | 11.70 | 0.00 | 0.00 | 0.000 | 0.00 | 2.600000 | 17.90 | 25.50 | 13.039823 | RB | 13.960000 | 11.877894 | 202 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | Buf | 0.196333 | 5 | 3 | 3 | 3 | 2 | 2.0 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 0 | 3 | 1 | 3.0 |
| 1 | 3 | 1 | 6 | Noah Fant | 0.001028 | 0 | 0.015588 | 4.43 | 9.20 | 5.47 | 13.07 | 1.400 | 4.07 | 1.470000 | 8.73 | 21.67 | 13.039823 | TE | 13.037778 | 11.877894 | 248 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | Den | 0.196333 | 7 | 3 | 0 | 2 | 1 | 1.0 | 2 | 2 | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 2 | 3 | 2.0 |
| 2 | 3 | 2 | 6 | Tyler Lockett | 0.000000 | 0 | 0.000000 | 12.93 | 20.27 | 43.17 | 11.20 | 20.900 | 16.40 | 16.770000 | 19.77 | 50.63 | 19.614375 | WR | 23.560000 | 7.111111 | 23 | 0.500000 | 2.666667 | 0.000000 | 21.666667 | 0.166667 | 0.166667 | 0.166667 | Sea | 0.027778 | 7 | 1 | 1 | 0 | 2 | 3.0 | 2 | 2 | 3 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 3.0 |
| 3 | 2 | 3 | 6 | Mike Evans | 0.000000 | 0 | 0.000000 | 5.87 | 11.07 | 51.67 | 20.93 | 0.000 | 22.40 | 18.656667 | 48.20 | 44.00 | 20.162500 | WR | 24.755185 | 2.938776 | 21 | 1.000000 | 1.714286 | 0.142857 | 17.285714 | 0.000000 | 0.000000 | 0.000000 | TB | 0.020408 | 8 | 1 | 3 | 2 | 3 | 2.0 | 2 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 0 | 1 | 2.0 |
| 4 | 8 | 4 | 2 | Christian McCaffrey | 0.000000 | 0 | 0.000000 | 46.20 | 10.77 | 29.63 | 38.03 | 53.670 | 22.83 | 33.521667 | 29.23 | 42.93 | 28.037500 | RB | 34.090185 | 34.027778 | 3 | 3.000000 | 5.833333 | 0.333333 | 50.833333 | 3.666667 | 1.166667 | 103.000000 | Car | 2.250000 | 6 | 2 | 3 | 2 | 1 | 3.0 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 0 | 1 | 2.0 |
| 5 | 7 | 5 | 4 | Kenyan Drake | 0.000000 | 0 | 0.000000 | 5.20 | 9.83 | 11.07 | 12.33 | 0.000 | 15.50 | 8.570000 | 0.00 | 34.47 | 16.225000 | RB | 10.774444 | 43.183673 | 126 | 3.714286 | 6.571429 | 0.571429 | 75.142857 | 0.000000 | 0.000000 | 0.000000 | Mia | 0.326531 | 5 | 3 | 1 | 1 | 0 | 2.0 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1.0 |
| 6 | 6 | 8 | 5 | Cody Latimer | 0.001028 | 0 | 0.015588 | 9.93 | 8.00 | 0.00 | 0.00 | 0.000 | 0.00 | 9.200000 | 7.97 | 30.63 | 13.039823 | WR | 7.303333 | 11.877894 | 273 | 1.540233 | 2.856013 | 0.210393 | 32.269065 | 0.708136 | 0.112350 | 14.495392 | NYG | 0.196333 | 5 | 1 | 3 | 0 | 1 | 1.0 | 2 | 2 | 2 | 2 | 1 | 3 | 2 | 3 | 1 | 3 | 3 | 1.0 |
| 7 | 7 | 9 | 6 | Marvin Jones Jr. | 0.000000 | 0 | 0.000000 | 11.13 | 9.87 | 25.73 | 11.13 | 14.465 | 4.13 | 55.200000 | 5.47 | 30.40 | 15.096667 | WR | 18.613889 | 9.000000 | 106 | 1.000000 | 3.000000 | 0.000000 | 20.000000 | 0.000000 | 0.000000 | 18.000000 | Det | 0.000000 | 3 | 3 | 1 | 1 | 2 | 1.0 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 0 | 1 | 3 | 3 | 3.0 |
| 8 | 5 | 10 | 5 | Mohamed Sanu | 0.000000 | 0 | 0.000000 | 10.80 | 7.07 | 17.20 | 18.27 | 18.900 | 5.93 | 1.200000 | 5.53 | 30.40 | 13.029375 | WR | 12.811111 | 2.300000 | 138 | 0.333333 | 1.500000 | 0.000000 | 11.000000 | 0.500000 | 0.166667 | 6.833333 | NE | 0.027778 | 6 | 3 | 0 | 2 | 1 | 3.0 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2.0 |
| 9 | 6 | 11 | 5 | Tyreek Hill | 0.000000 | 0 | 0.000000 | 4.57 | 0.00 | 0.00 | 0.00 | 0.000 | 29.33 | 16.930000 | 16.57 | 29.83 | 24.625000 | WR | 10.803333 | 4.000000 | 6 | 1.142857 | 2.000000 | 0.142857 | 18.571429 | 0.000000 | 0.000000 | 0.000000 | KC | 0.020408 | 5 | 2 | 1 | 2 | 0 | 3.0 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 3 | 1 | 1 | 3.0 |
Last rows
| bad_opp | df_index | good_opp | l_name | l_passintpg18 | l_passtdpg18 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg18 | l_pos | l_ppgcurrent | l_ppr18 | l_proj | l_rec1stpg18 | l_receptspg18 | l_rectdpg18 | l_recydspg18 | l_rush1stpg18 | l_rushtdpg18 | l_rushydpg18 | l_team | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 154 | 6 | 198 | 5 | C.J. Uzomah | 0.0 | 0 | 0.0 | 11.40 | 0.00 | 0.00 | 0.00 | 3.07 | 4.73 | 0.00 | 1.27 | 0.0 | 7.329375 | TE | 2.558750 | 16.000000 | 290 | 2.600000 | 4.000000 | 0.200000 | 50.400000 | 0.000000 | 0.000000 | 0.000000 | Cin | 0.040000 | 5 | 3 | 1 | 3 | 3 | 1.0 | 2 | 1 | 2 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 0.0 |
| 155 | 5 | 199 | 4 | Geoff Swaim | 0.0 | 0 | 0.0 | 5.13 | 3.93 | 1.53 | 5.13 | 1.27 | 1.33 | 0.00 | 0.00 | 0.0 | 6.792222 | TE | 2.035556 | 6.300000 | 268 | 1.666667 | 2.500000 | 0.333333 | 28.000000 | 0.000000 | 0.000000 | 0.000000 | Jax | 0.111111 | 7 | 2 | 0 | 3 | 2 | 3.0 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2.0 |
| 156 | 7 | 200 | 5 | Vernon Davis | 0.0 | 0 | 0.0 | 16.93 | 5.93 | 6.00 | 1.33 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 5.962143 | TE | 3.354444 | 7.800000 | 174 | 2.000000 | 2.800000 | 0.200000 | 43.400000 | 0.000000 | 0.000000 | 0.000000 | Was | 0.040000 | 4 | 2 | 0 | 1 | 3 | 1.0 | 3 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 1.0 |
| 157 | 9 | 201 | 3 | Nick Vannett | 0.0 | 0 | 0.0 | 3.07 | 2.87 | 1.60 | 4.87 | 0.00 | 1.33 | 2.29 | 3.00 | 0.0 | 5.862000 | TE | 2.114444 | 9.000000 | 326 | 2.600000 | 3.000000 | 0.200000 | 58.600000 | 0.000000 | 0.000000 | 0.000000 | Pit | 0.040000 | 4 | 1 | 2 | 2 | 1 | 2.0 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 0 | 2 | 3.0 |
| 158 | 4 | 202 | 4 | Tyler Ervin | 0.0 | 0 | 0.0 | 3.80 | 2.60 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 5.20 | 0.0 | 5.458889 | RB | 1.288889 | 8.163265 | 479 | 2.142857 | 2.857143 | 0.285714 | 55.571429 | 0.000000 | 0.000000 | 0.571429 | Jax | 0.081633 | 8 | 3 | 0 | 1 | 2 | 1.0 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 1 | 3 | 3 | 2.0 |
| 159 | 6 | 203 | 8 | Tyler Higbee | 0.0 | 0 | 0.0 | 15.33 | 4.40 | 0.00 | 9.73 | 9.13 | 4.67 | 1.53 | 1.53 | 0.0 | 4.716875 | TE | 5.790000 | 1.306122 | 313 | 0.285714 | 1.142857 | 0.000000 | 4.714286 | 0.142857 | 0.142857 | 11.714286 | LAR | 0.020408 | 2 | 1 | 3 | 3 | 1 | 3.0 | 3 | 3 | 1 | 3 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 0.0 |
| 160 | 7 | 204 | 3 | Malcolm Brown | 0.0 | 0 | 0.0 | 17.30 | 6.37 | 0.70 | 2.40 | 0.30 | 8.00 | 0.00 | 0.00 | 0.0 | 4.305833 | RB | 4.383750 | 8.163265 | 294 | 1.571429 | 2.857143 | 0.428571 | 44.571429 | 0.000000 | 0.000000 | 0.000000 | LAR | 0.183673 | 6 | 3 | 2 | 2 | 1 | 2.0 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 0.0 |
| 161 | 10 | 205 | 2 | Kenjon Barner | 0.0 | 0 | 0.0 | 9.00 | 1.20 | 6.77 | 0.00 | 0.00 | 4.10 | 6.50 | 3.10 | 0.0 | 4.022222 | RB | 3.833750 | 39.060000 | 418 | 3.500000 | 6.250000 | 0.250000 | 66.750000 | 0.500000 | 0.000000 | 10.500000 | Atl | 0.062500 | 4 | 1 | 1 | 3 | 1 | 1.0 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 0.0 |
| 162 | 5 | 207 | 5 | Wayne Gallman Jr. | 0.0 | 0 | 0.0 | 13.30 | 0.00 | 2.30 | 30.97 | 2.40 | 0.00 | 0.00 | 2.33 | 0.0 | 3.435333 | RB | 5.700000 | 12.755102 | 348 | 1.571429 | 3.571429 | 0.428571 | 36.285714 | 0.000000 | 0.000000 | 0.000000 | NYG | 0.183673 | 6 | 2 | 3 | 0 | 2 | 3.0 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 3 | 2.0 |
| 163 | 5 | 208 | 2 | Anthony Sherman | 0.0 | 0 | 0.0 | 3.00 | 0.00 | 0.00 | 0.00 | 1.20 | 0.00 | 2.70 | 0.00 | 0.0 | 1.818750 | RB | 0.766667 | 8.163265 | 451 | 1.857143 | 2.857143 | 0.285714 | 48.142857 | 0.000000 | 0.000000 | 0.285714 | KC | 0.081633 | 9 | 1 | 2 | 2 | 0 | 2.0 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 3 | 1.0 |